Inputs

Nowcast and Forecast Maps

Random Forest Nowcast and Forecast

Boosted Trees Nowcast and Forecast

Maxnet Trees Nowcast and Forecast

GAM Nowcast and Forecast

GLM Nowcast and Forecast

Metrics

Metrics by model type
model_type roc_auc tss_max percent_deviance_explained
rf 0.9858630 0.8838482 0.6478937
bt 0.7996926 0.4723538 0.1173040
maxnet 0.7876907 0.4692505 NA
gam 0.7987658 0.5002843 0.2124707
glm 0.7483476 0.4890079 0.1443283

Variable Importance

Partial Dependence